Sebastian Pütz, M.Sc.
- PhD Student (Forecasting, Graph Neural Networks)
Research Area Data-driven analysis of complex systems (DRACOS)
sebastian puetz ∂does-not-exist.kit edu
Karlsruhe Institute of Technology (KIT)
Institute for Automation and Applied Informatics (IAI)Hermann-von-Helmholtz-Platz 1
76344 Eggenstein-LeopoldshafenFax: +49 721 608 22602
Building-No.: 445 / 449 / 668
Publications
2024
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
Titz, M.; Pütz, S.; Witthaut, D.
2024. Applied Energy, 356, Art.-Nr.: 122351. doi:10.1016/j.apenergy.2023.122351
Titz, M.; Pütz, S.; Witthaut, D.
2024. Applied Energy, 356, Art.-Nr.: 122351. doi:10.1016/j.apenergy.2023.122351
2023
Forecasting Power Grid Frequency Trajectories with Structured State Space Models
Pütz, S.; Schäfer, B.
2023. Companion Proceedings of the 14th ACM International Conference on Future Energy Systems, Orlando, 20th -26th June 2023, Association for Computing Machinery (ACM). doi:10.1145/3599733.3606298
Pütz, S.; Schäfer, B.
2023. Companion Proceedings of the 14th ACM International Conference on Future Energy Systems, Orlando, 20th -26th June 2023, Association for Computing Machinery (ACM). doi:10.1145/3599733.3606298
Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence
Pütz, S.; Kruse, J.; Witthaut, D.; Hagenmeyer, V.; Schäfer, B.
2023. Companion Proceedings of the 14th ACM International Conference on Future Energy Systems (e-Energy ’23), 26–31, Association for Computing Machinery (ACM). doi:10.1145/3599733.3600247
Pütz, S.; Kruse, J.; Witthaut, D.; Hagenmeyer, V.; Schäfer, B.
2023. Companion Proceedings of the 14th ACM International Conference on Future Energy Systems (e-Energy ’23), 26–31, Association for Computing Machinery (ACM). doi:10.1145/3599733.3600247
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
Titz, M.; Pütz, S.; Witthaut, D.
2023. doi:10.48550/arXiv.2307.12636
Titz, M.; Pütz, S.; Witthaut, D.
2023. doi:10.48550/arXiv.2307.12636